This page shows the most relevant public items for cs.MA, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • Feb 20, 2026 • arXiv • Sethuraman et al., AAMAS 2026 Main Track
We propose Mixture-of-Reasoning Agents (MiRA), a zero-shot multimodal framework that decomposes reasoning across three specialized agents: Visual Analyzing, Text Comprehending, and Judge. By consol...
Paper • Feb 17, 2026 • arXiv • Zhaoyang Guan, Huixi Cao, Eric Yang, Lynn Ai
We address the problem of 'coordination collapse' in large-scale, decentralized multi-agent systems. We introduce Symphony-Coord, a protocol that enables emergent coordination through local communi...
Paper • Feb 16, 2026 • arXiv • Mingju Chen, Guibin Zhang, Heng Chang, Yuchen Guo
Traditional multi-agent systems often struggle with 'search breadth' in unstructured environments, leading to tunnel vision in reasoning. We propose A-MapReduce, a framework that applies the MapRed...